SingTown Technology's OpenMV enhances the printing sector by identifying defective prints, boosting the yield rate by more than 20 percent.

In the printing and manufacturing sector, product quality directly affects brand reputation and production expenses. Conventional manual quality control depends on human visual assessment, which is not only inefficient and susceptible to errors due to fatigue but also fails to satisfy the real-time inspection requirements of high-speed production lines.
Therefore, printing enterprises urgently need to introduce automated inspection solutions based on AI machine vision and image recognition technology to accurately identify printing defects such as missing prints, colour deviations, blurring, and stains.
SingTown Technology has developed a printing defect detection system based on the embedded AI machine vision platform of the OpenMV smart camera. This system enables printing factories to achieve real-time quality monitoring and automated inspection, facilitating the intelligent upgrade of production processes.

The printing facility has developed an AI machine vision printing defect detection system based on SingTown's OpenMV intelligent camera recognition technology, achieving an upgrade from traditional manual inspection to intelligent detection. The system captures images of printed products in real-time using high-speed cameras and automatically compares parameters such as patterns, colours, and alignment accuracy through computer vision algorithms, accurately identifying defects such as missing prints, colour deviations, blurring, and stains.

Compared to manual inspection, AI visual inspection is more stable, precise, and high-speed, significantly reducing errors and costs.

SingTown's OpenMV intelligent camera features embedded AI processing capabilities, enabling independent high-speed image recognition and judgment on the device without relying on external servers, meeting the real-time requirements of printing production lines. The system also supports automatic exposure and illumination compensation, allowing it to adapt to various workshop environments. Additionally, it can interface with assembly lines via signal ports to achieve automatic alarm triggering and defective product removal.

This solution has now been implemented in multiple printing factories, significantly enhancing detection accuracy and production efficiency, with the yield rate increasing by over 20 per cent.
Empowered by SingTown Technology's OpenMV intelligent camera recognition technology, printing factories have truly achieved AI-driven and IoT-enabled machine vision inspection, thereby establishing an efficient, intelligent, and reliable printing quality management system.